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νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ μ½”λ”© 없이 AI μ—μ΄μ „νŠΈ κ°œλ°œν•˜κΈ°: Dify ν”„λ ˆμž„μ›Œν¬ μ„€μΉ˜ κ°€μ΄λ“œ (ν΄λΌμš°λ“œ/둜컬) 09-07 15:42:56 09-07 17:05:13 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ γ€μ˜€ν”ˆμ†ŒμŠ€ 둜컬 LLM ν™œμš©] OpenWebUI와 MCP 톡합 κ°€μ΄λ“œ (μ‹€μŠ΅νŒŒμΌ 제곡) 04-23 23:37:55 04-24 00:05:23 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ ν΄λ‘œλ“œ(Claude)둜 κ΅¬μΆ•ν•˜λŠ” 둜컬 RAG 챗봇: MCP μ„œλ²„ 핡심 κΈ°λŠ₯ 3κ°€μ§€ (Prompt, Resource, Tool) 04-13 14:00:23 04-13 17:05:23 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ 【싀전 MCP #2】 곡식 λ¬Έμ„œλ‘œ λ°°μš°λŠ” MCP μ„œλ²„ ꡬ좕 - 파이썬 SDK ν™œμš© μ£Όκ°€ 데이터 뢄석 μ‹€μ „ νŠœν† λ¦¬μ–Ό 04-04 13:01:44 04-04 17:05:20 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ 【싀전 MCP】 Smithery와 pymcp둜 MCP μ„œλ²„ κ΅¬μΆ•ν•˜κΈ° | Cursor/Claude 연동 μ™„λ²½ κ°€μ΄λ“œ 03-26 16:44:53 03-26 17:05:23 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ γ€μ˜€ν”ˆμ†ŒμŠ€ 100% ν™œμš©γ€‘ RAG νŒŒμ΄ν”„λΌμΈ ꡬ좕 κ°€μ΄λ“œ | LangChain + Milvus + HuggingFace + Ollama + Langfuse 03-19 15:36:16 03-19 17:05:20 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ LangChain 핡심 문법 ν•œλ²ˆμ— μ •λ¦¬ν•˜κΈ° - LCEL / Runnable의 λͺ¨λ“  것 02-26 17:00:46 02-26 17:05:21 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ Ollama와 Gemini λͺ¨λΈμ„ ν™œμš©ν•œ CSV/SQL 데이터 QA RAG μ‹œμŠ€ν…œ λ§Œλ“€κΈ° 11-10 14:36:35 11-10 15:05:22 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ μ˜€ν”ˆμ†ŒμŠ€λ‘œ κ΅¬ν˜„ν•˜λŠ” ν•œκ΅­μ–΄ 영수증 OCR: Qwen2-VLκ³Ό ꡬ글 Gemini (Colab λ…ΈνŠΈλΆ μ‹€μŠ΅) 10-13 17:10:01 10-13 18:05:10 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ Ollama ν™œμš© 둜컬 RAG: 올라마 μž„λ² λ”© λͺ¨λΈμ˜ ν•œκ΅­μ–΄ μ„±λŠ₯, Semantic Chunking 적용, ꡬ글 Gemma2, μ•Œλ¦¬ Qwen 2.5 ν™œμš© (LangChain) 09-21 13:33:34 09-30 21:05:21 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [LLM μž…λ¬Έ κ°€μ΄λ“œγ€‘ OpenAI, Anthropic, Ollama, Groq ν™œμš©: VS Code와 Poetry둜 μ‰½κ²Œ λ°°μš°λŠ” 인곡지λŠ₯ μ–Έμ–΄ λͺ¨λΈ API 09-08 12:47:39 09-30 21:05:21 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ μ˜€ν”ˆμ†ŒμŠ€ λ²‘ν„°μŠ€ν† μ–΄ μ„±λŠ₯ 평가: Chroma vs FAISS vs Weaviate - λ‹Ήμ‹ μ˜ AI ν”„λ‘œμ νŠΈμ— 졜적인 것은? 08-29 18:15:01 09-30 21:05:21 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [LangChain] RAG μ„±λŠ₯ κ·ΉλŒ€ν™”: λ¬Έμ„œ λΆ„ν• , 검색 기법과 평가, μ°Έμ‘° λ¬Έμ„œ Cross Encoder ν•˜μ΄λΌμ΄νŒ… 08-25 19:39:08 09-30 21:05:21 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ RAG κ°œλ°œμ—μ„œ 검색이 μ€‘μš”ν•œ 이유! νœ΄λ¦¬μŠ€ν‹± ν‰κ°€λ²•μœΌλ‘œ μ‹œκ°„κ³Ό λΉ„μš© μ ˆμ•½ν•˜κΈ° & RAG μ„±λŠ₯평가 데이터셋 ν•©μ„±ν•˜λŠ” 방법 with LLM 08-15 15:42:04 08-15 16:05:13 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ Chainlit으둜 κ°„λ‹¨ν•œ νšŒμ› 인증 μ‹œμŠ€ν…œ κ΅¬ν˜„ν•˜κΈ°: SQLite와 Hashlib ν™œμš© 08-12 17:25:00 08-12 18:05:09 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ Langchainκ³Ό GPT-4o-Mini둜 μ†μ‰½κ²Œ λ§Œλ“œλŠ” 챗봇 μ‹œμŠ€ν…œ | Chainlit으둜 UI κ΅¬ν˜„κΉŒμ§€ μ™„λ²½ν•˜κ²Œ! 07-30 22:33:06 07-30 23:05:21 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ 파이썬 λ¨Έμ‹ λŸ¬λ‹ νŒλ‹€μŠ€ 데이터 뢄석 - μž…λ¬Έ ν•΄μ„€ κ°•μ˜ (2) / μ‚°μˆ μ—°μ‚°, 뢈린 인덱싱, λ¬Έμžμ—΄ λ©”μ†Œλ“œ 07-21 01:57:23 07-21 02:05:23 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ πŸš€ GPT-4o-mini μΆœμ‹œ! πŸ“„ PDF μ΄λ―Έμ§€μ—μ„œ ν…μŠ€νŠΈ μΆ”μΆœ! μ• λ„λ¦¬μŠ€νŠΈ λΆ„μ„λ³΄κ³ μ„œ ν™œμš©ν•˜κΈ° ✨ 07-19 19:15:01 07-19 20:05:19 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ Huggingface EEVE λͺ¨λΈμ„ Ollama λ³€ν™˜ν•΄μ„œ μ‚¬μš©ν•˜λŠ” 방법 - GGUF 파일 λ³€ν™˜ 07-09 18:30:07 07-09 19:05:20 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ μ•„λž˜μ•„ ν•œκΈ€(HWP) λ¬Έμ„œ RAG/ λ¬Έμ„œμ—μ„œ Table(ν‘œ) 인식 (Markdown λ³€ν™˜) - 랭체인(LangChain), 올라마(Ollama), ν—ˆκΉ…νŽ˜μ΄μŠ€(Huggingface) 07-03 18:54:41 07-03 19:05:19 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [κ°œμ •νŒ] 파이썬 λ¨Έμ‹ λŸ¬λ‹ νŒλ‹€μŠ€ 데이터 뢄석 - μž…λ¬Έ ν•΄μ„€ κ°•μ˜ (1) 07-02 19:43:52 07-02 20:05:22 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ ν•œκ΅­μ–΄ μž˜ν•˜λŠ” 둜컬 LLM으둜 RAG μ„±λŠ₯ 평가 (κ΅¬λ…μž 이벀트 있음: ~ 2024λ…„ 7μ›” 10일) 06-29 10:20:10 06-29 11:05:21 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ ν•œκ΅­μ–΄ μž„λ² λ”© 기반 μ˜€ν”ˆμ†ŒμŠ€ LLM μ§ˆμ˜μ‘λ‹΅ RAG κ΅¬ν˜„ (PDF λ¬Έμ„œ) - 랭체인(LangChain), 올라마(ollama), ν—ˆκΉ…νŽ˜μ΄μŠ€(Huggingface) 06-25 20:00:17 06-25 20:05:22 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ LangChain/ Ollama ν•¨μˆ˜ ν˜ΈμΆœν•˜κΈ° (Part 3) : 평가 데이터셋 ν•©μ„± / Synthetic Data Generation 06-18 18:20:56 06-18 19:05:20 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ LangChain으둜 ν•¨μˆ˜ ν˜ΈμΆœν•˜κΈ° (Part 2) - Structured Output 좜λ ₯, μ™ΈλΆ€ API 호좜 06-14 01:20:28 06-14 02:05:21 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ LangChain으둜 ν•¨μˆ˜ 호좜(Function Calling/Tool Calling) κ΅¬ν˜„ν•˜κΈ° - OpenAI GPT λͺ¨λΈκ³Ό Ollama ν™œμš© 람마-3(llama-3) μ„±λŠ₯ 비ꡐ 06-09 19:04:57 06-09 19:05:23 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ 무료 GPU ν™œμš©ν•΄μ„œ μ˜€ν”ˆμ†ŒμŠ€ LLM μΆ”λ‘ ν•˜κΈ° - Lightning AI Studio μ†Œκ°œ, Ollama μ„€μΉ˜ν•˜κ³  Upstage Solar 10.7b λͺ¨λΈ λ‹€μš΄λ‘œλ“œν•΄μ„œ μ‹€μŠ΅ 05-15 11:30:23 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ Ollama와 Llama3 λͺ¨λΈλ‘œ λ‚˜λ§Œμ˜ μ±—GPT λ§Œλ“€κΈ° - Open WebUI ν™œμš©ν•΄λ³΄κΈ° 05-04 10:34:15 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ Google Colabμ—μ„œ Instruction Fine-tuning μ—°μŠ΅ (PEFT/QLoRA) - ꡬ글 젬마(gemma-2b) λͺ¨λΈ, KoAlpaca ν•œκ΅­μ–΄ 데이터셋 04-29 21:37:42 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ ollama둜 둜컬 LLM(gemma:7b)λ₯Ό Google Colabμ—μ„œ GPU μΆ”λ‘ ν•˜κΈ° - 무료 GPU ν™˜κ²½μ—μ„œ ν…ŒμŠ€νŠΈν•˜λŠ” 방법 04-19 15:36:38 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [μž…λ¬Έμžλ₯Ό μœ„ν•œ 파이썬 기초] 클래슀/ 객체 이해 | Jupyter Lab | Python 04-17 09:04:02 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [μž…λ¬Έμžλ₯Ό μœ„ν•œ 파이썬 기초] 쑰건문 (if~ elif~ else) | Jupyter Lab | Python 04-17 08:45:02 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [μž…λ¬Έμžλ₯Ό μœ„ν•œ 파이썬 기초] conda κ°€μƒν™˜κ²½ μ„€μΉ˜ | Jupyter Lab | Python 04-17 08:45:02 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [μž…λ¬Έμžλ₯Ό μœ„ν•œ 파이썬 기초] μ‚¬μš©μž μ •μ˜ ν•¨μˆ˜, λžŒλ‹€ ν•¨μˆ˜ | Jupyter Lab | Python 04-17 08:45:02 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [μž…λ¬Έμžλ₯Ό μœ„ν•œ 파이썬 기초] λ”•μ…”λ„ˆλ¦¬ μžλ£Œν˜• | Jupyter Lab | Python 04-17 08:45:02 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [μž…λ¬Έμžλ₯Ό μœ„ν•œ 파이썬 기초] 리슀트/ λ”•μ…”λ„ˆλ¦¬ μΆ•μ•½ (comprehension) | Jupyter Lab | Python 04-17 08:45:02 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [μž…λ¬Έμžλ₯Ό μœ„ν•œ 파이썬 기초] λ³€μˆ˜, μžλ£Œν˜•, κΈ°λ³Έ μ—°μ‚° | Jupyter Lab | Python 04-17 08:45:01 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [μž…λ¬Έμžλ₯Ό μœ„ν•œ 파이썬 기초] λͺ¨λ“ˆ/ νŒ¨ν‚€μ§€ ν™œμš© | Jupyter Lab | Python 04-17 08:45:00 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [μž…λ¬Έμžλ₯Ό μœ„ν•œ 파이썬 기초] 리슀트 / νŠœν”Œ μžλ£Œν˜• | Jupyter Lab | Python 04-17 08:45:00 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [μž…λ¬Έμžλ₯Ό μœ„ν•œ 파이썬 기초] 반볡문 (for, while, continue, break) | Jupyter Lab | Python 04-17 08:45:00 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ ꡬ글 젬마(gemma:2b) LLM으둜 λ‚˜λ§Œμ˜ Python 챗봇 λ§Œλ“€κΈ° - 랭체인(LangChain) / κ·ΈλΌλ””μ˜€(gradio) ν™œμš© 04-13 12:44:42 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ λΉ„μš© κ±±μ • μ—†λŠ” Open Source LLM 업무 맀뉴얼 QA μ‹œμŠ€ν…œ κ΅¬ν˜„ - 랭체인(LangChain), 올라마(ollama), ꡬ글 젬마(gemma) 03-30 17:42:18 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ 랭체인(LangChain)으둜 ollama ν™œμš©ν•˜κΈ° - 올라마 μ„€μΉ˜λΆ€ν„° κ΅¬κΈ€μ˜ 젬마(gemma) λͺ¨λΈ μ‹€ν–‰κΉŒμ§€ 03-20 00:57:21 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ 랭체인(LangChain)κ³Ό LLM ν™œμš©ν•˜μ—¬ μžμ—°μ–΄ 처리(NLP) μ‹€μŠ΅ - ꡬ글 λ‰΄μŠ€ 검색, μš”μ•½, ν‚€μ›Œλ“œ μΆ”μΆœ, μΉ΄ν…Œκ³ λ¦¬ λΆ„λ₯˜κΉŒμ§€ ν•œλ²ˆμ— 끝내기 03-13 05:45:00 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [LangChain κ°•μ˜] RAG (Retrieval-Augmented Generation) | ꡬ글 Colab μ‹€μŠ΅ | New Version | 파이썬 (Python) 03-12 08:15:53 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [LangChain κ°•μ˜] λͺ¨λΈ νŒŒλΌλ―Έν„°(model parameter) μ„€μ • | ꡬ글 Colab μ‹€μŠ΅ | New Version | 03-06 17:42:54 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [LangChain κ°•μ˜] LLM, ChatModel λͺ¨λΈ 클래슀 | ꡬ글 Colab μ‹€μŠ΅ | New Version | 02-29 18:06:17 05-16 23:30:52 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [LangChain κ°•μ˜] Prompt Template | ꡬ글 Colab μ‹€μŠ΅ | New Version | 파이썬 02-21 20:37:37 05-16 23:30:53 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [LangChain κ°•μ˜] κΈ°λ³Έ LLM 체인 (Prompt + LLM) | λ©€ν‹° 체인 | ꡬ글 Colab μ‹€μŠ΅ | New Version | 파이썬 02-19 20:37:24 05-16 23:30:53 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [10λΆ„] 파이썬 ν™œμš© μ£Όκ°€ 데이터 μˆ˜μ§‘, μ‹œκ³„μ—΄ μ‹œκ°ν™” (FinanceDataReader | νŒλ‹€μŠ€ | λΆ€λΆ„ λ¬Έμžμ—΄ 인덱싱) 02-13 21:58:19 05-16 23:30:53 x
νŒλ‹€μŠ€ μŠ€νŠœλ””μ˜€ [10λΆ„] OpenDartReader μž¬λ¬΄μ œν‘œ μˆ˜μ§‘ (파이썬 | 데이터 뢄석 | μ „μžκ³΅μ‹œ | Open DART API) 01-24 18:49:03 05-16 23:30:53 x